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Robotic Signature Analysis

Stop Robotic Failures Before They Start

RSA is a subscription-based condition monitoring solution built specifically for industrial robots. SMS installs the sensors, monitors the data 24/7, and delivers analyst-confirmed maintenance recommendations — so your team acts on failures weeks before they happen, not after.

Technician working on an industrial robot
Industrial robot bearings and reducer joint
Close-up of industrial robot maintenance
0% Reduction in Unplanned Downtime
0% Increase in Maintenance Efficiency
0 Advance Fault Warning
0 Managed Expert Monitoring
0 Years Maintenance Expertise

What RSA Delivers As a Managed Service

SMS analysts and field engineers bring the sensors, expertise, and ongoing support to protect your robotic assets — without requiring you to build an in-house vibration analysis program.

Advanced Vibration Analysis

Proven methodologies detect mechanical degradation across every robot joint:

  • Real-time FFT spectrum analysis for frequency-domain diagnostics
  • Envelope detection for early-stage bearing fault identification
  • Edge-based machine learning for continuous anomaly evaluation
  • Historical trend analysis & degradation forecasting
  • Remaining useful life estimation for critical reducers

Sensor Installation & Infrastructure

SMS field technicians handle the complete hardware deployment — professionally and safely:

  • Industrial-grade wireless IoT sensors on critical joint locations
  • Scoping, design, fabrication, and on-site installation
  • Gateway and network commissioning and validation
  • Coverage across all robot makes, models, and payloads
  • Cloud or on-premises data architecture options

Failure Mode Detection

RSA identifies every critical robotic failure mode before it becomes a breakdown:

  • Bearing degradation — outer/inner race, ball/roller damage
  • Reducer & gear wear — the leading robotic failure mode
  • Imbalance — static and dynamic, with quantified severity
  • Misalignment — angular, parallel, and coupling issues
  • Mechanical looseness — structural and mounting problems

Managed Alerting & Work Orders

SMS analysts triage every anomaly — your team only sees what requires action:

  • Automated threshold & alert management by asset criticality
  • Analyst-confirmed diagnoses with recommended corrective actions
  • Multi-channel notifications: email, SMS, mobile app
  • Automatic work order creation in your CMMS/EAM system
  • Escalation protocols for unaddressed critical issues

Reporting & Maintenance Intelligence

We turn condition data into decisions that drive measurable improvement:

  • Robot health dashboards with real-time fleet status
  • Frequency spectrum & time waveform diagnostic reports
  • MTBF / MTTR tracking and maintenance effectiveness metrics
  • Cost avoidance calculations and ROI dashboards
  • Data-driven planning & spare-parts optimization

Platform & CMMS Integration

We connect your robotic monitoring program to the systems your team already uses:

  • IBM Maximo — native integration, automatic work orders
  • Enterprise EAM/CMMS — bidirectional data flow
  • DIME — industrial IoT data connectivity
  • SCADA & IIoT platforms via MQTT / OPC-UA
  • Cloud or on-premises deployment — your choice

Built for the Assets That Can't Afford Downtime

Robotic reducers fail repetitively as equipment ages — creating quality issues, repeatability problems, and costly, unplanned downtime events. RSA catches them first.

Catch Failures Early

Detect bearing defects, reducer wear, misalignment, and imbalance up to eight weeks before failure — with remaining-useful-life trending on every critical joint.

Reduce Cost of Downtime

Move repairs from unplanned to scheduled downtime. A single reducer replacement can cost $120,000+ in lost production — RSA customers see instant ROI many times the cost of the service.

We Do the Work

SMS-certified analysts monitor your robots 24/7 and confirm every diagnosis. Your team focuses on action, not data — with remote troubleshooting support when you need it.

End-to-End Expertise, Every Phase

Every RSA engagement follows a proven, structured process — from technical scoping through professional sensor installation to 24/7 managed monitoring by certified analysts.

  1. 01 — Scope

    Technical Scoping

    Assessment of robot criticality, operational requirements, and ROI targets. We define success criteria aligned with your goals.

  2. 02 — Design

    Architecture Design

    Engineer a complete monitoring architecture — sensor placement, network topology, alert thresholds, and CMMS/EAM integration.

  3. 03 — Build

    Fabricate & Build

    Configure hardware and software, establish cloud infrastructure, and develop custom dashboards and enclosures.

  4. 04 — Deploy

    Deploy

    Professional installation of wireless sensors on reducer joints, gateway configuration, system validation, and team training.

  5. 05 — Manage

    Managed Services

    Continuous 24/7 monitoring by subject-matter experts — anomaly detection, predictive analysis, and ongoing optimization.

Proven Results, Real Impact

Leading manufacturers trust SMS to protect their robotic assets and turn reactive maintenance into a proactive, data-driven program.

Right after the initial deployment, SMS PdM revealed several robots in various stages of failure that we were unaware of. This allowed our team to plan the repairs and order parts to keep our production floor running — proactively scheduling instead of reacting to the unknown during unplanned downtime.
David Dew Regional Manager · Cleveland-Cliffs Inc.
We were alerted to several underlying mechanical problems on our critical robots that we were unaware of. We made the repairs inside scheduled downtime instead of unplanned downtime. This created an instant ROI several times greater than the cost of the service.
Ryan Speiser Maintenance Engineer · Stellantis — Sterling Heights
We were an early adopter, seeking a predictive solution to a robotic failure mode that created expensive losses during production. RSA helped us predict these failures, schedule replacements, and extend the life of our reducers. The program has paid for itself many times over, year after year.
Kenny Casperson Plant 2 MESD Lead · Honda — Lincoln, Alabama

Get Started

Ready to Stop Failures Before They Start?

Request a no-obligation assessment. Our team will evaluate your robotic assets, identify your highest-risk cells, and show you exactly what RSA can deliver for your operation.